248 search results - page 12 / 50 » Rate of Convergence for Constrained Stochastic Approximation... |
ISCAS
2005
IEEE
14 years 1 months ago
2005
IEEE
—This paper compares the performance of several structured optimization strategies in adaptive signal processing problems that are characterized by ill-conditioned error surfaces...
NIPS
1990
13 years 8 months ago
1990
In this paper, we show that the LVQ learning algorithm converges to locally asymptotic stable equilibria of an ordinary differential equation. We show that the learning algorithm ...
SIAMNUM
2010
13 years 2 months ago
2010
Abstract. In this article a stochastic particle system approximation to the parametric sensitivity in the Smoluchowski coagulation equation is introduced. The parametric sensitivit...
EVOW
2010
Springer
14 years 21 days ago
2010
Springer
Abstract. We analyze the convergence properties of our force based genetic algorithm(fga) as a decentralized topology control mechanism distributed among software agents. fga guide...
ICANN
2001
Springer
14 years 2 days ago
2001
Springer
The method of conjugate gradients provides a very effective way to optimize large, deterministic systems by gradient descent. In its standard form, however, it is not amenable to ...